{"id":"W3155044468","doi":"10.2139/ssrn.3649261","title":"Fast and High-Throughput Synthesis of Medium- and High-Entropy Alloys Using Radio Frequency Inductively Coupled Plasma","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inductively coupled plasma; Throughput; Radio frequency; Plasma; Materials science; Computer science; Physics; Telecommunications; Wireless; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670158,0.0004880967,0.0004593543,0.000391543,0.0003931818,0.0005214317,0.0004924879,0.0003773365,0.001378403],"category_scores_gemma":[0.0002759681,0.0002616983,0.0003476118,0.0003166219,0.0002764,0.0005167735,0.0005613137,0.0006829688,0.001092873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981019,"about_ca_system_score_gemma":0.0003413077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920498,"about_ca_topic_score_gemma":0.001140829,"domain_scores_codex":[0.9998202,0.00001527372,0.00001177673,0.00003886816,0.00008735351,0.0000266011],"domain_scores_gemma":[0.999917,0.00002032253,0.00001176458,0.00001942743,0.00002004443,0.0000114222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007823669,0.0000235997,0.0001341518,0.0001439132,0.00001199641,0.00007698577,0.00008402814,0.0006667986,0.9842689,0.00125614,0.0003775197,0.01287777],"study_design_scores_gemma":[0.00001061765,0.0001403974,0.000340415,0.000004092872,0.00001129366,0.00006392366,0.00003068091,0.003086474,0.9894953,0.000405691,0.006400345,0.0000106502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447219,0.005233854,0.1196148,0.0003487017,0.0004045144,0.0003053671,0.001206868,0.001577275,0.02658664],"genre_scores_gemma":[0.9361067,0.001036915,0.05512248,0.00005053308,0.0000447758,0.00009603953,0.000533587,0.0001851325,0.006823862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378403,"threshold_uncertainty_score":0.004611254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009835903493820821,"score_gpt":0.2019378058389772,"score_spread":0.1921019023451564,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}